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Transfer Learning Decision Forests for Gesture Recognition

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Figure

Figure 1: Illustration of mixed information gain on a toy problem in which there are twotasks, each with two labels
Figure 2: Left: Output classification of a transfer learning decision forest, tested on allpoints in a rectangular section of the feature space
Figure 3: Illustration of the label propagation procedure between regions, as before thetraining data for the target task is indicated with big markers and the trainingdata for the source task is indicated with small markers
Table 1: Classification error in the test set of the devel11 batch for different combinationof MHI parameters
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